עקוב אחר
Cristian Bodnar
Cristian Bodnar
Silurian
כתובת אימייל מאומתת בדומיין silurian.ai - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Weisfeiler and Lehman Go Cellular: CW Networks‏
C Bodnar, F Frasca, N Otter, YG Wang, P Liò, G Montúfar, M Bronstein‏
NeurIPS 2021, 2021‏
3202021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks‏
C Bodnar, F Frasca, YG Wang, N Otter, G Montúfar, P Liò, M Bronstein‏
ICML 2021, 2021‏
3162021
Neural sheaf diffusion: A topological perspective on heterophily and oversmoothing in GNNs‏
C Bodnar, F Di Giovanni, BP Chamberlain, P Liò, MM Bronstein‏
NeurIPS 2022, 2022‏
2002022
Variational autoencoders for cancer data integration: design principles and computational practice‏
N Simidjievski, C Bodnar, I Tariq, P Scherer, H Andres Terre, Z Shams, ...‏
Frontiers in genetics 10, 1205, 2019‏
1472019
On second order behaviour in augmented neural odes‏
A Norcliffe, C Bodnar, B Day, N Simidjievski, P Liò‏
NeurIPS 2020, 2020‏
1122020
On the expressive power of geometric graph neural networks‏
CK Joshi, C Bodnar, SV Mathis, T Cohen, P Liò‏
ICML 2023, 2023‏
1052023
Proximal distilled evolutionary reinforcement learning‏
C Bodnar, B Day, P Lió‏
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3283-3290, 2020‏
812020
Neural ODE processes‏
A Norcliffe, C Bodnar, B Day, J Moss, P Liò‏
ICLR 2021, 2021‏
782021
Quantile qt-opt for risk-aware vision-based robotic grasping‏
C Bodnar, A Li, K Hausman, P Pastor, M Kalakrishnan‏
Robotics: Science and Systems 2020 (Best Systems Paper Finalist), 2019‏
632019
Aurora: A foundation model of the atmosphere‏
C Bodnar, WP Bruinsma, A Lucic, M Stanley, J Brandstetter, P Garvan, ...‏
arXiv preprint arXiv:2405.13063, 2024‏
542024
Simplicial attention networks‏
CWJ Goh, C Bodnar, P Lio‏
arXiv preprint arXiv:2204.09455, 2022‏
512022
Sheaf neural networks with connection laplacians‏
F Barbero, C Bodnar, HS de Ocáriz Borde, M Bronstein, P Veličković, ...‏
Topological, Algebraic and Geometric Learning Workshops 2022, 28-36, 2022‏
472022
Deep Graph Mapper: Seeing Graphs through the Neural Lens‏
C Bodnar, C Cangea, P Liò‏
Frontiers in Big Data, 2020‏
432020
Text to Image Synthesis Using Generative Adversarial Networks‏
C Bodnar‏
The University of Manchester, 2018‏
412018
Sheaf attention networks‏
F Barbero, C Bodnar, HS de Ocáriz Borde, P Lio‏
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022‏
252022
Topological deep learning: graphs, complexes, sheaves‏
C Bodnar‏
182023
Surfing on the neural sheaf‏
J Suk, L Giusti, T Hemo, M Lopez, K Barmpas, C Bodnar‏
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022‏
132022
Dirichlet energy enhancement of graph neural networks by framelet augmentation‏
J Chen, Y Wang, C Bodnar, R Ying, P Lio, YG Wang‏
arXiv preprint arXiv:2311.05767, 2023‏
102023
Cin++: Enhancing topological message passing‏
L Giusti, T Reu, F Ceccarelli, C Bodnar, P Liò‏
arXiv preprint arXiv:2306.03561, 2023‏
92023
Sheaf-based positional encodings for graph neural networks‏
Y He, C Bodnar, P Lio‏
NeurIPS 2023 Workshop on Symmetry and Geometry in Neural Representations 9, 2023‏
62023
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מאמרים 1–20